| Number of Variables | 64 |
|---|---|
| Number of Rows | 12980 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 12.7 MB |
| Average Row Size in Memory | 1.0 KB |
| Variable Types |
|
| patient_key_code_number is uniformly distributed | Uniform |
|---|---|
| chest_tube and vent have similar distributions | Similar Distribution |
| respirations is skewed | Skewed |
| pat_pain_score_c is skewed | Skewed |
| ed_visits is skewed | Skewed |
| meds_nutrition is skewed | Skewed |
| meds_central_nervous_system is skewed | Skewed |
| meds_hematologial is skewed | Skewed |
| meds_gastro is skewed | Skewed |
| meds_infective is skewed | Skewed |
| meds_anesthetics is skewed | Skewed |
|---|---|
| meds_endocrine is skewed | Skewed |
| meds_respiratory is skewed | Skewed |
| glucose is skewed | Skewed |
| chest_tube is skewed | Skewed |
| vent is skewed | Skewed |
| los is skewed | Skewed |
| LACE_Score is skewed | Skewed |
| cost_of_initial_stay is skewed | Skewed |
| care_plan_costs is skewed | Skewed |
| cost_of_readmission is skewed | Skewed |
|---|---|
| depression has constant length 1 | Constant Length |
| sex has constant length 1 | Constant Length |
| icu_yn has constant length 1 | Constant Length |
| drugabuse has constant length 1 | Constant Length |
| mooddisorder has constant length 1 | Constant Length |
| diabetes has constant length 1 | Constant Length |
| anxiety has constant length 1 | Constant Length |
| obesity has constant length 1 | Constant Length |
| dementia has constant length 1 | Constant Length |
| persmentaldis has constant length 1 | Constant Length |
|---|---|
| ip_visits has constant length 1 | Constant Length |
| meds_neuromuscular has constant length 1 | Constant Length |
| meds_neoplastic has constant length 1 | Constant Length |
| meds_topical has constant length 1 | Constant Length |
| meds_biological has constant length 1 | Constant Length |
| meds_misc has constant length 1 | Constant Length |
| meds_genitourinary has constant length 1 | Constant Length |
| artbloodgas has constant length 1 | Constant Length |
| readmit30 has constant length 1 | Constant Length |
| APRDRG has constant length 3 | Constant Length |
|---|---|
| pat_pain_score_c has 6282 (48.4%) zeros | Zeros |
| ed_visits has 5035 (38.79%) zeros | Zeros |
| meds_cardio_agents has 1061 (8.17%) zeros | Zeros |
| meds_nutrition has 1073 (8.27%) zeros | Zeros |
| meds_central_nervous_system has 3712 (28.6%) zeros | Zeros |
| meds_hematologial has 942 (7.26%) zeros | Zeros |
| meds_gastro has 808 (6.22%) zeros | Zeros |
| meds_infective has 3871 (29.82%) zeros | Zeros |
| meds_endocrine has 3502 (26.98%) zeros | Zeros |
| meds_respiratory has 2422 (18.66%) zeros | Zeros |
|---|---|
| chest_tube has 12863 (99.1%) zeros | Zeros |
| vent has 12809 (98.68%) zeros | Zeros |
| care_plan_costs has 4424 (34.08%) zeros | Zeros |
| cost_of_readmission has 10497 (80.87%) zeros | Zeros |
numerical
| Approximate Distinct Count | 12980 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 7904.5389 |
| Minimum | 1 |
| Maximum | 15821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 790.95 |
| Q1 | 3988.75 |
| Median | 7895.5 |
| Q3 | 11818.75 |
| 95-th Percentile | 15032.05 |
| Maximum | 15821 |
| Range | 15820 |
| IQR | 7830 |
| Mean | 7904.5389 |
|---|---|
| Standard Deviation | 4556.0195 |
| Variance | 2.0757e+07 |
| Sum | 1.026e+08 |
| Skewness | 0.0008815 |
| Kurtosis | -1.1907 |
| Coefficient of Variation | 0.5764 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 935823 |
| Mean | 7.0973 |
|---|---|
| Standard Deviation | 1.1215 |
| Median | 7 |
| Minimum | 6 |
| Maximum | 9 |
| 1st row | Tuesday |
|---|---|
| 2nd row | Saturday |
| 3rd row | Tuesday |
| 4th row | Friday |
| 5th row | Sunday |
| Count | 92123 |
|---|---|
| Lowercase Letter | 79143 |
| Space Separator | 0 |
| Uppercase Letter | 12980 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 923764 |
| Mean | 6.1683 |
|---|---|
| Standard Deviation | 1.8479 |
| Median | 7 |
| Minimum | 3 |
| Maximum | 9 |
| 1st row | December |
|---|---|
| 2nd row | December |
| 3rd row | December |
| 4th row | December |
| 5th row | December |
| Count | 80064 |
|---|---|
| Lowercase Letter | 67084 |
| Space Separator | 0 |
| Uppercase Letter | 12980 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | M |
| 5th row | M |
| Count | 12980 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 12980 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 998828 |
| Mean | 11.9513 |
|---|---|
| Standard Deviation | 0.4386 |
| Median | 12 |
| Minimum | 8 |
| Maximum | 12 |
| 1st row | not_hispanic |
|---|---|
| 2nd row | not_hispanic |
| 3rd row | not_hispanic |
| 4th row | not_hispanic |
| 5th row | not_hispanic |
| Count | 142306 |
|---|---|
| Lowercase Letter | 142306 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 927727 |
| Mean | 6.4736 |
|---|---|
| Standard Deviation | 0.4993 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 7 |
| 1st row | married |
|---|---|
| 2nd row | married |
| 3rd row | married |
| 4th row | married |
| 5th row | married |
| Count | 84027 |
|---|---|
| Lowercase Letter | 84027 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 951216 |
| Mean | 8.2832 |
|---|---|
| Standard Deviation | 0.6973 |
| Median | 8 |
| Minimum | 8 |
| Maximum | 10 |
| 1st row | medicare |
|---|---|
| 2nd row | medicare |
| 3rd row | medicare |
| 4th row | medicare |
| 5th row | medicare |
| Count | 107516 |
|---|---|
| Lowercase Letter | 107516 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 898422 |
| Mean | 4.2159 |
|---|---|
| Standard Deviation | 0.7657 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 9 |
| 1st row | Never |
|---|---|
| 2nd row | Quit |
| 3rd row | Yes |
| 4th row | Quit |
| 5th row | Never |
| Count | 54639 |
|---|---|
| Lowercase Letter | 41576 |
| Space Separator | 83 |
| Uppercase Letter | 13063 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 668 |
|---|---|
| Approximate Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 71.6173 |
| Minimum | 18.1 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 18.1 |
|---|---|
| 5-th Percentile | 45.3 |
| Q1 | 63.4 |
| Median | 74.5 |
| Q3 | 82.9 |
| 95-th Percentile | 88.3 |
| Maximum | 90 |
| Range | 71.9 |
| IQR | 19.5 |
| Mean | 71.6173 |
|---|---|
| Standard Deviation | 13.8549 |
| Variance | 191.9577 |
| Sum | 929592.3 |
| Skewness | -0.9911 |
| Kurtosis | 0.7737 |
| Coefficient of Variation | 0.1935 |
numerical
| Approximate Distinct Count | 3382 |
|---|---|
| Approximate Unique (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 30.3375 |
| Minimum | 14 |
| Maximum | 54.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 14 |
|---|---|
| 5-th Percentile | 19.0395 |
| Q1 | 24.16 |
| Median | 28.81 |
| Q3 | 35.1225 |
| 95-th Percentile | 47.4605 |
| Maximum | 54.47 |
| Range | 40.47 |
| IQR | 10.9625 |
| Mean | 30.3375 |
|---|---|
| Standard Deviation | 8.4656 |
| Variance | 71.667 |
| Sum | 393780.6648 |
| Skewness | 0.7924 |
| Kurtosis | 0.2866 |
| Coefficient of Variation | 0.279 |
numerical
| Approximate Distinct Count | 60 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 67.8459 |
| Minimum | 39 |
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 39 |
|---|---|
| 5-th Percentile | 49 |
| Q1 | 59 |
| Median | 68 |
| Q3 | 76 |
| 95-th Percentile | 88 |
| Maximum | 98 |
| Range | 59 |
| IQR | 17 |
| Mean | 67.8459 |
|---|---|
| Standard Deviation | 11.8404 |
| Variance | 140.1941 |
| Sum | 880640 |
| Skewness | 0.1507 |
| Kurtosis | -0.4275 |
| Coefficient of Variation | 0.1745 |
numerical
| Approximate Distinct Count | 103 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 126.0888 |
| Minimum | 78 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 78 |
|---|---|
| 5-th Percentile | 95 |
| Q1 | 111 |
| Median | 125 |
| Q3 | 140 |
| 95-th Percentile | 161 |
| Maximum | 180 |
| Range | 102 |
| IQR | 29 |
| Mean | 126.0888 |
|---|---|
| Standard Deviation | 20.2096 |
| Variance | 408.426 |
| Sum | 1.6366e+06 |
| Skewness | 0.2488 |
| Kurtosis | -0.4041 |
| Coefficient of Variation | 0.1603 |
numerical
| Approximate Distinct Count | 325 |
|---|---|
| Approximate Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 190.9861 |
| Minimum | 42 |
| Maximum | 392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 42 |
|---|---|
| 5-th Percentile | 112 |
| Q1 | 149 |
| Median | 182 |
| Q3 | 225 |
| 95-th Percentile | 301 |
| Maximum | 392 |
| Range | 350 |
| IQR | 76 |
| Mean | 190.9861 |
|---|---|
| Standard Deviation | 58.1041 |
| Variance | 3376.0889 |
| Sum | 2.479e+06 |
| Skewness | 0.7809 |
| Kurtosis | 0.5289 |
| Coefficient of Variation | 0.3042 |
numerical
| Approximate Distinct Count | 34 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 66.3621 |
| Minimum | 40 |
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 40 |
|---|---|
| 5-th Percentile | 60 |
| Q1 | 63 |
| Median | 66 |
| Q3 | 70 |
| 95-th Percentile | 73 |
| Maximum | 76 |
| Range | 36 |
| IQR | 7 |
| Mean | 66.3621 |
|---|---|
| Standard Deviation | 4.3018 |
| Variance | 18.5058 |
| Sum | 861380 |
| Skewness | -0.09699 |
| Kurtosis | -0.08913 |
| Coefficient of Variation | 0.06482 |
numerical
| Approximate Distinct Count | 96 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 78.6753 |
| Minimum | 48 |
| Maximum | 145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 48 |
|---|---|
| 5-th Percentile | 58 |
| Q1 | 68 |
| Median | 77 |
| Q3 | 88 |
| 95-th Percentile | 106 |
| Maximum | 145 |
| Range | 97 |
| IQR | 20 |
| Mean | 78.6753 |
|---|---|
| Standard Deviation | 14.869 |
| Variance | 221.0884 |
| Sum | 1.0212e+06 |
| Skewness | 0.6643 |
| Kurtosis | 0.5316 |
| Coefficient of Variation | 0.189 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 869786 |
| Mean | 2.0097 |
|---|---|
| Standard Deviation | 0.09805 |
| Median | 2 |
| Minimum | 2 |
| Maximum | 3 |
| 1st row | 99 |
|---|---|
| 2nd row | 98 |
| 3rd row | 98 |
| 4th row | 99 |
| 5th row | 98 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 26086 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 18.7457 |
| Minimum | 12 |
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 18 |
| Median | 18 |
| Q3 | 20 |
| 95-th Percentile | 22 |
| Maximum | 40 |
| Range | 28 |
| IQR | 2 |
| Mean | 18.7457 |
|---|---|
| Standard Deviation | 2.4851 |
| Variance | 6.1759 |
| Sum | 243319 |
| Skewness | 2.1503 |
| Kurtosis | 11.6792 |
| Coefficient of Variation | 0.1326 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 1.9499 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 6282 |
| Zeros (%) | 48.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th Percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| IQR | 3 |
| Mean | 1.9499 |
|---|---|
| Standard Deviation | 2.5708 |
| Variance | 6.6089 |
| Sum | 25310 |
| Skewness | 1.2564 |
| Kurtosis | 0.5488 |
| Coefficient of Variation | 1.3184 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 1.6991 |
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 5035 |
| Zeros (%) | 38.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| IQR | 2 |
| Mean | 1.6991 |
|---|---|
| Standard Deviation | 2.2136 |
| Variance | 4.9001 |
| Sum | 22054 |
| Skewness | 1.9494 |
| Kurtosis | 4.4677 |
| Coefficient of Variation | 1.3028 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 6.6124 |
| Minimum | 1 |
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 9 |
| 95-th Percentile | 17 |
| Maximum | 27 |
| Range | 26 |
| IQR | 6 |
| Mean | 6.6124 |
|---|---|
| Standard Deviation | 4.8518 |
| Variance | 23.5399 |
| Sum | 85829 |
| Skewness | 1.3241 |
| Kurtosis | 1.908 |
| Coefficient of Variation | 0.7337 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 8.2319 |
| Minimum | 0 |
| Maximum | 28 |
| Zeros | 1061 |
| Zeros (%) | 8.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 3 |
| Median | 7 |
| Q3 | 12 |
| 95-th Percentile | 20 |
| Maximum | 28 |
| Range | 28 |
| IQR | 9 |
| Mean | 8.2319 |
|---|---|
| Standard Deviation | 6.1144 |
| Variance | 37.3853 |
| Sum | 106850 |
| Skewness | 0.7446 |
| Kurtosis | 0.1018 |
| Coefficient of Variation | 0.7428 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 3.9823 |
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 1073 |
| Zeros (%) | 8.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th Percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| IQR | 3 |
| Mean | 3.9823 |
|---|---|
| Standard Deviation | 3.251 |
| Variance | 10.5688 |
| Sum | 51690 |
| Skewness | 1.3364 |
| Kurtosis | 2.0552 |
| Coefficient of Variation | 0.8164 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 2.0703 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 3712 |
| Zeros (%) | 28.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th Percentile | 7 |
| Maximum | 11 |
| Range | 11 |
| IQR | 3 |
| Mean | 2.0703 |
|---|---|
| Standard Deviation | 2.2214 |
| Variance | 4.9346 |
| Sum | 26873 |
| Skewness | 1.4188 |
| Kurtosis | 1.9269 |
| Coefficient of Variation | 1.073 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 2.7344 |
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 942 |
| Zeros (%) | 7.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 8 |
| Maximum | 14 |
| Range | 14 |
| IQR | 3 |
| Mean | 2.7344 |
|---|---|
| Standard Deviation | 2.4846 |
| Variance | 6.173 |
| Sum | 35493 |
| Skewness | 1.6925 |
| Kurtosis | 3.0755 |
| Coefficient of Variation | 0.9086 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 4.3066 |
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 808 |
| Zeros (%) | 6.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 10 |
| Maximum | 14 |
| Range | 14 |
| IQR | 4 |
| Mean | 4.3066 |
|---|---|
| Standard Deviation | 2.8492 |
| Variance | 8.118 |
| Sum | 55900 |
| Skewness | 0.7285 |
| Kurtosis | 0.3487 |
| Coefficient of Variation | 0.6616 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 2.5432 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 3871 |
| Zeros (%) | 29.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| IQR | 4 |
| Mean | 2.5432 |
|---|---|
| Standard Deviation | 2.3621 |
| Variance | 5.5794 |
| Sum | 33011 |
| Skewness | 0.7595 |
| Kurtosis | 0.01486 |
| Coefficient of Variation | 0.9288 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 4.2432 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 271 |
| Zeros (%) | 2.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 5 |
| 95-th Percentile | 10 |
| Maximum | 15 |
| Range | 15 |
| IQR | 3 |
| Mean | 4.2432 |
|---|---|
| Standard Deviation | 2.7801 |
| Variance | 7.7289 |
| Sum | 55077 |
| Skewness | 1.1775 |
| Kurtosis | 1.4183 |
| Coefficient of Variation | 0.6552 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 3.9217 |
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 3502 |
| Zeros (%) | 27.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th Percentile | 14 |
| Maximum | 24 |
| Range | 24 |
| IQR | 6 |
| Mean | 3.9217 |
|---|---|
| Standard Deviation | 4.5745 |
| Variance | 20.9261 |
| Sum | 50904 |
| Skewness | 1.5959 |
| Kurtosis | 2.5261 |
| Coefficient of Variation | 1.1665 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 3.8415 |
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 2422 |
| Zeros (%) | 18.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th Percentile | 11 |
| Maximum | 17 |
| Range | 17 |
| IQR | 5 |
| Mean | 3.8415 |
|---|---|
| Standard Deviation | 3.4686 |
| Variance | 12.0311 |
| Sum | 49863 |
| Skewness | 1.0712 |
| Kurtosis | 0.9407 |
| Coefficient of Variation | 0.9029 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 172 |
|---|---|
| Approximate Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 8.8549 |
| Minimum | 7.6 |
| Maximum | 10.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7.6 |
|---|---|
| 5-th Percentile | 8.1 |
| Q1 | 8.5 |
| Median | 8.9 |
| Q3 | 9.2 |
| 95-th Percentile | 9.7 |
| Maximum | 10.2 |
| Range | 2.6 |
| IQR | 0.7 |
| Mean | 8.8549 |
|---|---|
| Standard Deviation | 0.4719 |
| Variance | 0.2227 |
| Sum | 114936.71 |
| Skewness | -0.03488 |
| Kurtosis | -0.1782 |
| Coefficient of Variation | 0.0533 |
numerical
| Approximate Distinct Count | 436 |
|---|---|
| Approximate Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 1.3607 |
| Minimum | 0.23 |
| Maximum | 4.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.23 |
|---|---|
| 5-th Percentile | 0.63 |
| Q1 | 0.9 |
| Median | 1.18 |
| Q3 | 1.6 |
| 95-th Percentile | 2.8 |
| Maximum | 4.8 |
| Range | 4.57 |
| IQR | 0.7 |
| Mean | 1.3607 |
|---|---|
| Standard Deviation | 0.6962 |
| Variance | 0.4846 |
| Sum | 17662.05 |
| Skewness | 1.8198 |
| Kurtosis | 4.2268 |
| Coefficient of Variation | 0.5116 |
numerical
| Approximate Distinct Count | 356 |
|---|---|
| Approximate Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 144.6345 |
| Minimum | 58 |
| Maximum | 423 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 58 |
|---|---|
| 5-th Percentile | 82 |
| Q1 | 96 |
| Median | 127 |
| Q3 | 172 |
| 95-th Percentile | 281 |
| Maximum | 423 |
| Range | 365 |
| IQR | 76 |
| Mean | 144.6345 |
|---|---|
| Standard Deviation | 63.8327 |
| Variance | 4074.6175 |
| Sum | 1.8774e+06 |
| Skewness | 1.5144 |
| Kurtosis | 2.3194 |
| Coefficient of Variation | 0.4413 |
numerical
| Approximate Distinct Count | 1482 |
|---|---|
| Approximate Unique (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 10.0378 |
| Minimum | 3.2 |
| Maximum | 28.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.2 |
|---|---|
| 5-th Percentile | 4.8 |
| Q1 | 7.1 |
| Median | 8.89 |
| Q3 | 12 |
| 95-th Percentile | 19.3 |
| Maximum | 28.4 |
| Range | 25.2 |
| IQR | 4.9 |
| Mean | 10.0378 |
|---|---|
| Standard Deviation | 4.4694 |
| Variance | 19.9756 |
| Sum | 130290.65 |
| Skewness | 1.3434 |
| Kurtosis | 1.7468 |
| Coefficient of Variation | 0.4453 |
numerical
| Approximate Distinct Count | 202 |
|---|---|
| Approximate Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 4.2192 |
| Minimum | 3.1 |
| Maximum | 6.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.1 |
|---|---|
| 5-th Percentile | 3.4 |
| Q1 | 3.8 |
| Median | 4.1 |
| Q3 | 4.5 |
| 95-th Percentile | 5.2 |
| Maximum | 6.1 |
| Range | 3 |
| IQR | 0.7 |
| Mean | 4.2192 |
|---|---|
| Standard Deviation | 0.5519 |
| Variance | 0.3046 |
| Sum | 54765.06 |
| Skewness | 0.6311 |
| Kurtosis | 0.4259 |
| Coefficient of Variation | 0.1308 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 138.4387 |
| Minimum | 125 |
| Maximum | 147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 125 |
|---|---|
| 5-th Percentile | 131 |
| Q1 | 136 |
| Median | 139 |
| Q3 | 141 |
| 95-th Percentile | 144 |
| Maximum | 147 |
| Range | 22 |
| IQR | 5 |
| Mean | 138.4387 |
|---|---|
| Standard Deviation | 3.8548 |
| Variance | 14.8592 |
| Sum | 1.7969e+06 |
| Skewness | -0.5816 |
| Kurtosis | 0.5476 |
| Coefficient of Variation | 0.02784 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
numerical
| Approximate Distinct Count | 91 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 11.8536 |
| Minimum | 7.8 |
| Maximum | 16.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7.8 |
|---|---|
| 5-th Percentile | 8.7 |
| Q1 | 9.9 |
| Median | 11.9 |
| Q3 | 13.4 |
| 95-th Percentile | 15.2 |
| Maximum | 16.8 |
| Range | 9 |
| IQR | 3.5 |
| Mean | 11.8536 |
|---|---|
| Standard Deviation | 2.0408 |
| Variance | 4.1649 |
| Sum | 153859.5 |
| Skewness | 0.1021 |
| Kurtosis | -0.7956 |
| Coefficient of Variation | 0.1722 |
numerical
| Approximate Distinct Count | 39 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 0.1256 |
| Minimum | 0 |
| Maximum | 87 |
| Zeros | 12863 |
| Zeros (%) | 99.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0 |
| Maximum | 87 |
| Range | 87 |
| IQR | 0 |
| Mean | 0.1256 |
|---|---|
| Standard Deviation | 1.9382 |
| Variance | 3.7568 |
| Sum | 1630 |
| Skewness | 25.5706 |
| Kurtosis | 853.4631 |
| Coefficient of Variation | 15.4346 |
numerical
| Approximate Distinct Count | 45 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 0.2026 |
| Minimum | 0 |
| Maximum | 95 |
| Zeros | 12809 |
| Zeros (%) | 98.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0 |
| Maximum | 95 |
| Range | 95 |
| IQR | 0 |
| Mean | 0.2026 |
|---|---|
| Standard Deviation | 2.5347 |
| Variance | 6.4246 |
| Sum | 2630 |
| Skewness | 18.1723 |
| Kurtosis | 415.0791 |
| Coefficient of Variation | 12.5096 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 4.5135 |
| Minimum | 1 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 10 |
| Maximum | 16 |
| Range | 15 |
| IQR | 4 |
| Mean | 4.5135 |
|---|---|
| Standard Deviation | 2.8324 |
| Variance | 8.0227 |
| Sum | 58585 |
| Skewness | 1.5107 |
| Kurtosis | 2.5257 |
| Coefficient of Variation | 0.6276 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 7.4982 |
| Minimum | 2 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 12 |
| Maximum | 15 |
| Range | 13 |
| IQR | 3 |
| Mean | 7.4982 |
|---|---|
| Standard Deviation | 2.6054 |
| Variance | 6.7881 |
| Sum | 97327 |
| Skewness | 0.3701 |
| Kurtosis | -0.02973 |
| Coefficient of Variation | 0.3475 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 856680 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 12980 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 882640 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 139 |
|---|---|
| 2nd row | 139 |
| 3rd row | 139 |
| 4th row | 139 |
| 5th row | 194 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 38940 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 987616 |
| Mean | 11.0875 |
|---|---|
| Standard Deviation | 1.9982 |
| Median | 13 |
| Minimum | 9 |
| Maximum | 13 |
| 1st row | Pneumonia |
|---|---|
| 2nd row | Pneumonia |
| 3rd row | Pneumonia |
| 4th row | Pneumonia |
| 5th row | Heart_Failure |
| Count | 137142 |
|---|---|
| Lowercase Letter | 117388 |
| Space Separator | 0 |
| Uppercase Letter | 19754 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1044254 |
| Mean | 15.451 |
|---|---|
| Standard Deviation | 5.6747 |
| Median | 18 |
| Minimum | 7 |
| Maximum | 24 |
| 1st row | Expired |
|---|---|
| 2nd row | Telehealth |
| 3rd row | Skilled Nursing Fa... |
| 4th row | Telehealth |
| 5th row | Telehealth |
| Count | 183782 |
|---|---|
| Lowercase Letter | 158024 |
| Space Separator | 16772 |
| Uppercase Letter | 25758 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 12485 |
|---|---|
| Approximate Unique (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 7268.5442 |
| Minimum | 9.4 |
| Maximum | 117843.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 9.4 |
|---|---|
| 5-th Percentile | 2199.094 |
| Q1 | 3722.6475 |
| Median | 5579.405 |
| Q3 | 8616.0425 |
| 95-th Percentile | 17905.5795 |
| Maximum | 117843.12 |
| Range | 117833.72 |
| IQR | 4893.395 |
| Mean | 7268.5442 |
|---|---|
| Standard Deviation | 6172.1291 |
| Variance | 3.8095e+07 |
| Sum | 9.4346e+07 |
| Skewness | 4.0754 |
| Kurtosis | 31.4452 |
| Coefficient of Variation | 0.8492 |
numerical
| Approximate Distinct Count | 1877 |
|---|---|
| Approximate Unique (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 2865.4014 |
| Minimum | 0 |
| Maximum | 14160 |
| Zeros | 4424 |
| Zeros (%) | 34.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1590 |
| Q3 | 3250 |
| 95-th Percentile | 11063 |
| Maximum | 14160 |
| Range | 14160 |
| IQR | 3250 |
| Mean | 2865.4014 |
|---|---|
| Standard Deviation | 3857.4248 |
| Variance | 1.488e+07 |
| Sum | 3.7193e+07 |
| Skewness | 1.2558 |
| Kurtosis | 0.1743 |
| Coefficient of Variation | 1.3462 |
numerical
| Approximate Distinct Count | 2277 |
|---|---|
| Approximate Unique (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 207680 |
| Mean | 3302.5677 |
| Minimum | 0 |
| Maximum | 394513.2 |
| Zeros | 10497 |
| Zeros (%) | 80.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 18231 |
| Maximum | 394513.2 |
| Range | 394513.2 |
| IQR | 0 |
| Mean | 3302.5677 |
|---|---|
| Standard Deviation | 12297.4137 |
| Variance | 1.5123e+08 |
| Sum | 4.2867e+07 |
| Skewness | 9.3526 |
| Kurtosis | 154.8196 |
| Coefficient of Variation | 3.7236 |